Change the permission to 700. This way only root will be able to execute it. More specifically, you should use the following command
chmod 700 `which wget` && chattr +i `which wget`
They can always use 'curl'. Better to 700 it too.
A little Google fu would've helped you here
http://redhatvn.net/disable-wget#more-37